A Dual-Core Model for ENSO Diversity: Unifying Model Hierarchies for Realistic Simulations
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Jinyu, Fang, Xianghui, Chen, Nan, Qin, Bo, Mu, Mu, Ji, Chaopeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Physics-Informed Auto-Learning Framework for Developing Stochastic Conceptual Models for ENSO Diversity
by: Zhang, Yinling, et al.
Published: (2024)
by: Zhang, Yinling, et al.
Published: (2024)
A Data-Driven Regional Model for Skillful Medium-Range Typhoon Prediction
by: Niu, Zeyi, et al.
Published: (2026)
by: Niu, Zeyi, et al.
Published: (2026)
Realistic ENSO Dynamics Requires a Damped Nonlinear Recharge Oscillator
by: Han, Sooman, et al.
Published: (2025)
by: Han, Sooman, et al.
Published: (2025)
Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
by: Pu, Jingchen, et al.
Published: (2026)
by: Pu, Jingchen, et al.
Published: (2026)
Single Scattering Properties for an Ensemble of Randomly Oriented Convex Polyhedra in Geometrical Optics Regime
by: Mu, Quan
Published: (2026)
by: Mu, Quan
Published: (2026)
Resolving the Paradox of Changing ENSO-Monsoon Relation through Global-ENSO
by: Sharma, Devabrat, et al.
Published: (2026)
by: Sharma, Devabrat, et al.
Published: (2026)
Light scattering by random convex polyhedron in geometric optics approximation
by: Mu, Quan
Published: (2025)
by: Mu, Quan
Published: (2025)
Contributions of El Niño Southern Oscillation (ENSO) Diversity to Low-Frequency Changes in ENSO Variance
by: Schlör, Jakob, et al.
Published: (2023)
by: Schlör, Jakob, et al.
Published: (2023)
The Rise and Fall of ENSO in a Warming World: Insights from a Lag-Linear Model
by: Tuckman, PJ, et al.
Published: (2026)
by: Tuckman, PJ, et al.
Published: (2026)
Is ENSO a damped or a self-sustained oscillation?
by: Weeks, Elle, et al.
Published: (2025)
by: Weeks, Elle, et al.
Published: (2025)
Climate network and complexity based ENSO forecast for 2026
by: Ludescher, Josef, et al.
Published: (2026)
by: Ludescher, Josef, et al.
Published: (2026)
Skillful Subseasonal-to-Seasonal Forecasting of Extreme Events with a Multi-Sphere Coupled Probabilistic Model
by: Mu, Bin, et al.
Published: (2025)
by: Mu, Bin, et al.
Published: (2025)
Am I Confused or Is This Confusing?: Deep Ensembles for ENSO Uncertainty Quantification
by: McAfee, Devin M., et al.
Published: (2025)
by: McAfee, Devin M., et al.
Published: (2025)
Climate network and complexity approach predict neutral ENSO event for 2025
by: Ludescher, J., et al.
Published: (2025)
by: Ludescher, J., et al.
Published: (2025)
Mixed-Precision Computing in the GRIST Dynamical Core for Weather and Climate Modelling
by: Chen, Siyuan, et al.
Published: (2024)
by: Chen, Siyuan, et al.
Published: (2024)
Near-surface Extreme Wind Events and Their Responses to Climate Forcings in a Hierarchy of Global Climate Models
by: Zhang, G., et al.
Published: (2026)
by: Zhang, G., et al.
Published: (2026)
Extratropical Atmospheric Circulation Response to ENSO in Deep Learning Pacific Pacemaker Experiments
by: Hua, Zhanxiang, et al.
Published: (2025)
by: Hua, Zhanxiang, et al.
Published: (2025)
A Simulation Methodology Testbed for Typhoon Sensitivity Analysis: Framework Development and Perturbation-Response Experiments with the Pangu Weather Model
by: Peng, Yuehua, et al.
Published: (2026)
by: Peng, Yuehua, et al.
Published: (2026)
MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations
by: Hu, Jing, et al.
Published: (2024)
by: Hu, Jing, et al.
Published: (2024)
Machine Learning (ML)-Physics Fusion Model Outperforms Both Physics-Only and ML-Only Models in Typhoon Predictions
by: Niu, Zeyi, et al.
Published: (2025)
by: Niu, Zeyi, et al.
Published: (2025)
Technical Report: Towards Unified Diffusion Models for Multi-Model Climate Emulation at Scale
by: Immorlano, Francesco, et al.
Published: (2025)
by: Immorlano, Francesco, et al.
Published: (2025)
Intelligent Shanghai Typhoon Model (ISTM): A generative probabilistic emulator for typhoon hybrid modeling
by: Niu, Zeyi, et al.
Published: (2025)
by: Niu, Zeyi, et al.
Published: (2025)
A Stochastic Conceptual Model for the Coupled ENSO and MJO
by: Moser, Charlotte, et al.
Published: (2024)
by: Moser, Charlotte, et al.
Published: (2024)
A Simple Intermediate Coupled MJO-ENSO Model: Multiscale Interactions and ENSO Complexity
by: Zhang, Yinling, et al.
Published: (2025)
by: Zhang, Yinling, et al.
Published: (2025)
A Deep Learning Earth System Model for Efficient Simulation of the Observed Climate
by: Cresswell-Clay, Nathaniel, et al.
Published: (2024)
by: Cresswell-Clay, Nathaniel, et al.
Published: (2024)
Spatio-temporal Joint Analysis of PM2.5 and Ozone in California with INLA
by: Pan, Jianan, et al.
Published: (2024)
by: Pan, Jianan, et al.
Published: (2024)
Instability-Aware Steering of an Extreme Atmospheric River in an AI Weather Foundation Model
by: Liu, Moyan, et al.
Published: (2026)
by: Liu, Moyan, et al.
Published: (2026)
BiXiao: An AI-Based Atmospheric Environment Forecasting Model Using Discontinuous Grids
by: Ji, Shengxuan, et al.
Published: (2025)
by: Ji, Shengxuan, et al.
Published: (2025)
Using Generative Models to Produce Realistic Populations of UK Windstorms
by: Tsoi, Yee Chun, et al.
Published: (2025)
by: Tsoi, Yee Chun, et al.
Published: (2025)
Evaluating the Predictability of Selected Weather Extremes with Aurora, an AI Weather Forecast Model
by: Huang, Qin, et al.
Published: (2026)
by: Huang, Qin, et al.
Published: (2026)
Using Generative Models to Produce Realistic Populations of the United Kingdom Windstorms
by: Tsoi, Etron Yee Chun
Published: (2024)
by: Tsoi, Etron Yee Chun
Published: (2024)
Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations
by: Behrens, Gunnar, et al.
Published: (2024)
by: Behrens, Gunnar, et al.
Published: (2024)
Long-term temporal-scales of hydrosphere changes observed by GPS over Europe: a comparison with GRACE and ENSO
by: Kermarrec, Gael, et al.
Published: (2023)
by: Kermarrec, Gael, et al.
Published: (2023)
Long-term prediction of ENSO with physics-guided Deep Echo State Networks
by: Zhang, Zejing, et al.
Published: (2026)
by: Zhang, Zejing, et al.
Published: (2026)
Entropic learning enables skilful forecasts of ENSO phase at up to two years lead time
by: Groom, Michael, et al.
Published: (2025)
by: Groom, Michael, et al.
Published: (2025)
Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
by: Hu, Zeyuan, et al.
Published: (2024)
by: Hu, Zeyuan, et al.
Published: (2024)
Interpretable Cross-Sphere Multiscale Deep Learning Predicts ENSO Skilfully Beyond 2 Years
by: Hao, Rixu, et al.
Published: (2025)
by: Hao, Rixu, et al.
Published: (2025)
XiHe: A Data-Driven Model for Global Ocean Eddy-Resolving Forecasting
by: Wang, Xiang, et al.
Published: (2024)
by: Wang, Xiang, et al.
Published: (2024)
Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings
by: Adamov, Simon, et al.
Published: (2025)
by: Adamov, Simon, et al.
Published: (2025)
Tackling the Accuracy-Interpretability Trade-off in a Hierarchy of Machine Learning Models for the Prediction of Extreme Heatwaves
by: Lovo, Alessandro, et al.
Published: (2024)
by: Lovo, Alessandro, et al.
Published: (2024)
Similar Items
-
A Physics-Informed Auto-Learning Framework for Developing Stochastic Conceptual Models for ENSO Diversity
by: Zhang, Yinling, et al.
Published: (2024) -
A Data-Driven Regional Model for Skillful Medium-Range Typhoon Prediction
by: Niu, Zeyi, et al.
Published: (2026) -
Realistic ENSO Dynamics Requires a Damped Nonlinear Recharge Oscillator
by: Han, Sooman, et al.
Published: (2025) -
Error Growth Dynamic and Predictability of Tropical Cyclone in Machine Learning Weather Prediction Model
by: Pu, Jingchen, et al.
Published: (2026) -
Single Scattering Properties for an Ensemble of Randomly Oriented Convex Polyhedra in Geometrical Optics Regime
by: Mu, Quan
Published: (2026)